Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "101"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 101 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 239 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 225 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        antnum = row['Ant']
        if antnum != int(antenna):
            continue
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break

---------------------------------------------------------------------------
KeyError                                  Traceback (most recent call last)
~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3360             try:
-> 3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

KeyError: 'Ant'

The above exception was the direct cause of the following exception:

KeyError                                  Traceback (most recent call last)
/tmp/ipykernel_27254/3863632283.py in <module>
      8         # Add this day to the antenna
      9         row = df.loc[n]
---> 10         antnum = row['Ant']
     11         if antnum != int(antenna):
     12             continue

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in __getitem__(self, key)
    940 
    941         elif key_is_scalar:
--> 942             return self._get_value(key)
    943 
    944         if is_hashable(key):

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in _get_value(self, label, takeable)
   1049 
   1050         # Similar to Index.get_value, but we do not fall back to positional
-> 1051         loc = self.index.get_loc(label)
   1052         return self.index._get_values_for_loc(self, loc, label)
   1053 

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:
-> 3363                 raise KeyError(key) from err
   3364 
   3365         if is_scalar(key) and isna(key) and not self.hasnans:

KeyError: 'Ant'
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 101, Node 8:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459594 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.181393 -0.883276 0.528182 -0.014177 0.226642 -0.239224 0.237859 -0.999800 0.7818 0.7996 0.2572 10.820748 10.184833
2459593 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 269.873420 272.857814 inf inf 38.717779 79.396387 150.690988 488.588888 nan nan nan 0.000000 0.000000
2459592 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - -0.279281 -1.121517 2.539268 1.193435 0.278198 -0.042756 2.081340 0.054609 0.0391 0.0328 0.0021 nan nan
2459591 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.450570 -0.248300 1.056299 -0.236556 -0.042482 -0.395818 0.983940 -0.628792 0.6697 0.6869 0.3736 4.441318 4.470579
2459590 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.450945 -0.221378 0.376870 -0.381414 -0.831652 -0.670494 1.001174 0.654500 0.6752 0.6890 0.3653 5.344324 5.674911
2459589 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.108297 -0.517966 -0.318316 -0.428717 -0.898775 -0.671494 -0.426692 -1.069069 0.7111 0.7128 0.2893 5.491836 5.071066
2459588 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.032848 -0.770001 1.230190 -1.100192 -0.625758 0.068557 -0.396079 -0.970387 0.7706 0.7619 0.2322 8.205343 6.676642
2459587 RF_maintenance 0.00% - - - 100.00% 0.00% 0.759335 -0.113407 2.566264 -0.048310 -0.877392 -0.943373 0.764819 -0.518867 nan nan nan 0.000000 0.000000
2459586 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.909789 -0.433242 1.239830 0.245421 0.904878 -1.241245 -0.189429 -0.040429 0.6536 0.6730 0.3673 3.839412 3.711766
2459585 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.360635 -0.943263 2.371676 0.255361 1.373492 -0.588681 14.887907 -0.184741 0.0333 0.0325 0.0014 0.000000 0.000000
2459584 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 18.056331 18.272261 1.882509 1.482612 2.906537 2.439597 0.375770 0.081168 0.6725 0.6872 0.3831 0.000000 0.000000
2459583 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.666509 0.180650 -0.696849 -0.885475 -0.524052 0.195025 -0.144538 -0.391744 0.6706 0.6834 0.3872 0.000000 0.000000
2459582 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.540469 0.126489 -0.382518 -0.725068 -0.662121 -0.657237 1.066522 -0.756189 0.6741 0.6859 0.3882 3.445223 3.366528
2459581 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.347334 0.040675 -0.965771 -0.792143 -0.672991 -0.276287 0.970219 -0.656784 0.6808 0.6936 0.3815 3.631764 3.277445
2459580 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.381520 -0.077972 -0.422733 -0.762818 -0.045051 -0.191115 0.070980 -0.525817 0.6756 0.6899 0.3818 0.000000 0.000000
2459579 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.874235 0.386688 -0.346257 -0.702582 -0.316773 -0.098260 2.154796 -0.190062 0.6695 0.6855 0.3879 5.500144 5.323740
2459578 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459577 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.281017 -0.062400 -0.925349 -0.792073 -0.779722 -0.236788 0.800733 -0.592079 0.6770 0.6927 0.3808 3.129186 2.954228
2459576 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.201645 0.079018 -0.582408 -0.731175 -0.945559 -0.176836 1.576735 -0.216398 0.6990 0.7138 0.3821 5.392178 4.910569
2459575 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.053198 -0.479145 -0.852867 -0.835232 -1.501901 0.254474 -0.835979 -0.854464 0.7569 0.7618 0.3283 5.409226 4.966542
2459574 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459573 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.710349 -0.071510 -0.460921 -0.819256 -1.131049 -0.079842 1.875668 -0.584399 0.6884 0.7005 0.3845 4.949026 4.253247
2459572 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.544723 -0.222508 -0.760820 -0.798683 -0.959602 -0.107743 2.863286 -0.686851 0.6987 0.7115 0.3764 3.998167 3.564043
2459571 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - -0.964379 -0.745924 0.950320 1.151494 0.539271 0.850544 10.355577 -0.488840 0.0529 0.0419 0.0074 nan nan
2459570 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.220641 0.217378 0.221417 0.028659 0.487348 0.687920 0.463183 0.443809 0.6911 0.7123 0.3494 0.000000 0.000000
2459569 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.081833 -0.164467 -0.834758 -0.865044 -1.278830 -0.741324 -0.860239 -0.944729 0.7683 0.7765 0.2333 4.274941 3.809765
2459566 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.141946 0.300994 -0.812843 -0.717564 -1.069693 -0.941411 2.212117 0.112435 0.6801 0.6957 0.4036 3.484641 3.434393
2459565 RF_maintenance 100.00% - - - 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459564 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.645736 -0.050602 -0.665236 -0.937896 -0.559848 0.192366 1.613457 -0.080085 0.7023 0.7109 0.3904 2.849899 2.823311
2459563 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.186409 0.145678 -0.541381 -0.479303 -0.136235 0.147740 2.398258 -0.626364 0.6992 0.7089 0.3864 4.187993 3.752612
2459562 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.761956 -0.349007 -0.288961 -0.341178 -0.033817 0.752520 1.203877 -0.238174 0.6973 0.7128 0.3878 3.081992 2.829647
2459561 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.669936 -0.249381 -0.513486 -0.449678 -0.447104 0.868452 0.848533 -0.576960 0.7057 0.7205 0.3809 2.865728 2.684786
2459560 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.735040 -0.302820 -0.274693 -0.466380 -0.120010 0.883885 1.481357 -0.533243 0.6958 0.7087 0.3951 3.312678 2.986345
2459559 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.698417 -0.354347 -0.335526 -0.588429 -0.469274 0.647233 1.062322 -0.398132 0.6961 0.7106 0.3817 2.831474 2.642946
2459558 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.166920 0.212073 -0.353789 -0.710127 -0.649299 0.735901 0.375440 -0.711664 0.6967 0.7081 0.3901 3.917452 3.547648
2459557 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0318 0.0298 0.0010 nan nan
2459556 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.093733 -0.007375 -0.587095 -0.811400 -0.958992 -0.001020 3.611137 -1.149749 0.6968 0.7107 0.3847 3.826043 3.314774
2459554 RF_maintenance - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.7021 0.7144 0.3942 nan nan
2459553 RF_maintenance - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.6985 0.7119 0.3927 nan nan
2459552 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.129461 -0.446756 -0.714176 0.264203 -0.744836 -1.272197 4.366899 -0.714708 0.7067 0.7137 0.3824 10.763570 9.116869
2459551 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.447566 -0.126127 -0.401085 -0.637315 -0.443322 0.258542 0.979644 -0.435693 0.7009 0.7125 0.3787 2.749293 2.661779
2459550 RF_maintenance - 99.18% 99.18% 0.00% - - nan nan nan nan nan nan nan nan 0.0415 0.0399 0.0014 nan nan
2459549 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.171058 -0.249275 -0.799188 -0.628461 -1.033824 0.054790 1.544237 -0.674244 0.6953 0.7104 0.3952 3.436992 3.229587
2459542 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.139593 0.545419 -1.006807 -0.245443 -0.478985 -0.314780 1.352322 -0.704471 0.7513 0.7617 0.3494 3.199552 2.896507
2459541 RF_maintenance 0.00% 1.34% 1.79% 0.00% 100.00% 0.00% -0.349598 -0.175728 -0.619248 -0.420548 -0.629790 -1.249178 -0.369175 -0.949476 0.7423 0.7479 0.3309 4.941516 4.536441
2459540 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.243166 0.063384 -0.716760 -0.343153 -0.368152 -0.701946 1.348354 -0.233946 0.7552 0.7585 0.3366 3.092415 2.754325
2459536 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.537210 -0.572193 -0.927427 0.071578 -0.407818 -0.622879 5.554041 -0.685027 0.7248 0.7318 0.4171 4.675937 4.196280
2459535 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.280911 -0.132162 -0.507191 -0.317273 -0.168220 -1.040867 2.105393 0.398866 0.7912 0.7806 0.3491 3.214548 2.920320
2459534 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.393329 -0.070582 -0.509243 -0.270872 0.482052 -0.493847 1.663218 0.419277 0.7801 0.7700 0.3407 6.176977 6.116985
2459533 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.235412 -0.537403 -0.136080 -0.793760 -0.856362 0.412941 5.168585 -0.565115 0.7228 0.7324 0.3913 3.676905 3.117282
2459532 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.001941 -0.367364 -0.129689 -0.898401 -1.055595 -0.044125 1.580338 -0.818494 0.7262 0.7324 0.3869 4.381799 3.800119
2459530 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.711345 -0.472077 -0.446890 -0.334933 -0.260851 0.790582 1.921176 -0.329299 0.7287 0.7382 0.3985 3.271548 3.128205
2459527 RF_maintenance 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.680900 -0.242591 -0.353010 -0.857966 -0.985853 -0.431566 2.543498 2.003550 0.9143 0.9424 0.2805 0.000000 0.000000
2459523 RF_maintenance 0.00% - - - 100.00% 0.00% -0.408846 -0.814769 -0.977144 -0.736036 -0.351396 -1.009720 2.458604 -0.736899 nan nan nan 6.062305 5.094615
2459522 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.137044 -0.014579 -0.376850 -0.577909 0.648753 0.053580 4.622538 1.456052 0.6758 0.7357 0.3448 4.982176 5.195731
2459513 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - -0.866759 -0.757126 0.707198 0.597558 0.248626 -0.225243 7.695620 0.274999 0.0768 0.0641 0.0154 nan nan
2459508 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.522789 -0.462915 -0.373446 -0.966152 -1.026697 -0.145756 -0.621949 -0.658607 0.9238 0.9584 0.1541 0.000000 0.000000
2459505 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.251538 -0.401683 -0.356685 -0.853479 -0.498463 -0.800064 3.724061 0.911665 0.8892 0.8693 0.2004 18.591561 16.663968
2459503 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.059262 -0.564604 -0.306998 -0.539393 -0.328574 0.372483 1.270782 -0.684627 0.8816 0.8770 0.4104 0.000000 0.000000
2459501 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.726449 -0.675688 0.470641 -0.696739 -0.742017 0.467726 0.872186 -1.051318 0.8732 0.9035 0.3433 0.000000 0.000000
2459500 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.569744 -1.065553 0.107695 -1.328102 0.144944 -0.932826 0.391522 -0.946888 0.8771 0.8992 0.3381 0.000000 0.000000
2459499 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.315756 -0.901241 -0.019708 -1.325523 0.017043 -0.709539 1.652480 -0.136216 0.8903 0.9495 0.1598 0.000000 0.000000
2459498 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.360977 -0.667650 0.148534 -0.791662 -0.109850 -0.632515 1.742784 -0.651004 0.8875 0.9015 0.3605 0.000000 0.000000
2459497 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.639440 -0.790990 0.249488 -0.579022 -0.164276 -0.569135 0.649142 1.028575 0.9162 0.9415 0.2810 0.000000 0.000000
2459496 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.005379 -0.340122 -0.017380 -0.870484 -0.532326 -1.051336 0.318748 -0.457672 0.8620 0.8895 0.3811 0.000000 0.000000
2459495 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.256253 -0.928267 -0.244411 -0.768706 -0.504575 -0.738556 0.355712 -0.310024 0.8555 0.8830 0.4280 0.000000 0.000000
2459494 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.013280 -0.480229 0.095836 -1.068603 -0.166587 -0.634765 1.187305 -0.290936 0.8480 0.8745 0.4456 0.000000 0.000000
2459492 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.960055 -0.108787 -0.351804 -0.156460 -0.546411 -0.998986 7.686046 -0.853356 0.7339 0.7950 0.3292 0.000000 0.000000
2459491 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.752526 -0.098028 -0.601322 -0.112156 -1.078580 -0.164959 0.431398 -1.317614 0.7728 0.8098 0.2714 0.000000 0.000000
2459490 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.791272 -0.600069 -1.144353 0.314125 -0.870827 -0.562783 7.870014 -0.364265 0.7488 0.8022 0.3485 0.000000 0.000000
2459489 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.634058 0.096295 -0.859833 -0.229477 -0.337344 0.504035 9.633191 -0.636779 0.7652 0.8089 0.3027 0.000000 0.000000
2459488 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.791933 0.453560 -0.719457 -0.081367 -1.188134 0.386158 6.264837 -0.682829 0.7664 0.8113 0.3321 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 101: 2459788

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
101 N08 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 101: 2459787

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
101 N08 digital_ok ee Temporal Variability 25.080784 17.902770 17.693470 21.696563 22.406901 25.080784 24.225178 2.092878 1.509020

Antenna 101: 2459786

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
101 N08 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 101: 2459785

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
101 N08 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 101: 2459784

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
101 N08 digital_ok nn Shape 9.853563 8.744837 9.853563 5.138777 4.687635 2.742446 1.540858 3.412192 1.495940

Antenna 101: 2459783

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
101 N08 digital_ok ee Temporal Variability 9.660231 8.473346 8.998797 3.835740 5.456626 5.443678 9.660231 -1.594202 2.342904

Antenna 101: 2459782

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
101 N08 digital_ok ee Shape 8.110624 7.556971 8.110624 1.934577 2.810763 3.077867 5.263551 -1.276624 0.288524

Antenna 101: 2459781

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
101 N08 digital_ok ee Shape 1.314658 1.314658 1.284191 -0.291071 -0.624568 -3.213746 -3.056882 -0.030017 -1.563155

Antenna 101: 2459778

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
101 N08 digital_ok ee Temporal Variability 7.957829 7.598879 7.398642 2.793696 3.926836 4.965268 7.957829 0.102643 5.410943

Antenna 101: 2459776

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
101 N08 digital_ok nn Shape 12.351649 10.635733 12.351649 4.033110 3.476718 8.245513 3.528214 4.206443 -1.508350

Antenna 101: 2459763

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
101 N08 digital_ok nn Shape 8.786398 7.226079 8.786398 -0.223062 1.837646 -0.417357 2.607393 2.576515 3.473919

Antenna 101: 2459761

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
101 N08 digital_ok ee Temporal Discontinuties 12.738375 10.072838 7.656355 2.686090 0.042324 2.916058 -0.766803 7.428126 12.738375

Antenna 101: 2459760

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
101 N08 digital_ok ee Temporal Discontinuties 16.713467 7.844278 9.921585 0.046635 2.895592 0.188682 2.934736 16.713467 5.587599

Antenna 101: 2459759

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
101 N08 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 101: 2459758

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
101 N08 digital_ok nn Shape 7.248088 5.225583 7.248088 -0.492631 2.033491 -0.672510 1.413710 4.891485 1.973737

Antenna 101: 2459757

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
101 N08 digital_ok nn Shape 3.600296 3.600296 2.618206 1.377777 -0.480395 1.054129 -0.438464 1.191546 3.597374

Antenna 101: 2459755

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
101 N08 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 101: 2459754

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
101 N08 digital_ok ee Temporal Discontinuties 5.992713 4.347798 5.857135 -0.254045 1.490751 -0.582140 0.684176 5.992713 3.583443

Antenna 101: 2459753

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
101 N08 digital_ok nn Shape 8.822143 8.822143 6.134460 1.973491 -0.075790 2.508904 -0.214979 1.126493 5.884317

Antenna 101: 2459752

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
101 N08 digital_ok nn Shape 10.177557 7.549390 10.177557 0.462088 3.936721 1.008763 1.833269 7.594257 3.306864

Antenna 101: 2459750

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
101 N08 digital_ok nn Shape 10.055258 7.826511 10.055258 -0.011331 3.092271 -0.498991 3.986093 4.610781 3.487067

Antenna 101: 2459749

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
101 N08 digital_ok nn Shape 8.305174 6.219011 8.305174 -0.265289 1.787247 -0.934668 0.086049 6.929123 2.926690

Antenna 101: 2459748

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
101 N08 digital_ok nn Shape 7.708316 5.683420 7.708316 -0.312825 2.213554 -0.763628 1.358454 5.072068 1.158890

Antenna 101: 2459747

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
101 N08 digital_ok ee Temporal Discontinuties 23.493784 -0.198612 1.634695 1.279003 2.591888 4.003981 0.773097 23.493784 5.345220

Antenna 101: 2459746

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
101 Nnan Not Found nn Shape nan nan nan inf inf nan nan nan nan

Antenna 101: 2459745

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
101 N08 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 101: 2459744

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
101 N08 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 101: 2459743

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
101 N08 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 101: 2459742

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
101 N08 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 101: 2459741

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
101 N08 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 101: 2459740

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
101 N08 digital_ok ee Temporal Discontinuties 64.672716 0.876930 2.515633 5.307296 5.971902 4.176968 1.443021 64.672716 6.164588

Antenna 101: 2459738

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
101 N08 digital_ok ee Temporal Discontinuties 16.377066 7.832215 8.897761 1.761077 2.920731 -0.443357 0.960137 16.377066 3.453826

Antenna 101: 2459736

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
101 N08 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 101: 2459734

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
101 N08 RF_maintenance ee Temporal Discontinuties 34.369497 1.109619 0.092014 0.883974 1.866784 -0.025047 2.659818 2.811127 34.369497

Antenna 101: 2459733

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
101 N08 RF_maintenance ee Temporal Discontinuties 42.257516 0.411358 0.234796 1.042767 1.846017 -0.545809 0.451785 2.499919 42.257516

Antenna 101: 2459732

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
101 N08 RF_maintenance ee Temporal Discontinuties 44.046825 1.058215 0.736767 1.547046 2.142119 -0.293581 0.803643 3.652667 44.046825

Antenna 101: 2459731

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
101 N08 RF_maintenance ee Temporal Discontinuties 13.960469 9.166002 9.200914 0.156001 1.214172 0.424865 -0.392483 0.085300 13.960469

Antenna 101: 2459730

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
101 N08 RF_maintenance ee Temporal Discontinuties 35.497749 0.469981 0.592430 1.939032 1.142205 1.054142 -0.359563 35.497749 2.954296

Antenna 101: 2459728

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
101 N08 RF_maintenance ee Temporal Discontinuties 30.143358 0.828612 0.767555 1.743644 2.435263 0.208015 2.895666 1.585311 30.143358

Antenna 101: 2459726

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
101 N08 RF_maintenance ee Temporal Discontinuties 57.160633 0.421748 0.466107 0.899207 1.569795 -0.071995 1.635198 3.121199 57.160633

Antenna 101: 2459724

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
101 N08 RF_maintenance ee Temporal Discontinuties 59.328699 0.857277 0.570653 1.465992 2.127221 0.414314 3.557634 4.183079 59.328699

Antenna 101: 2459723

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
101 N08 RF_maintenance ee Temporal Discontinuties 15.652744 0.485056 0.398856 1.046060 1.629710 0.218717 0.384309 2.341052 15.652744

Antenna 101: 2459722

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
101 N08 digital_ok ee Temporal Discontinuties 13.870978 9.080952 9.466617 2.273889 0.215312 1.657881 -0.059936 13.870978 1.231982

Antenna 101: 2459720

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
101 N08 digital_ok ee Temporal Discontinuties 7.472117 0.520920 0.481702 2.242417 1.433144 1.650221 0.361639 7.472117 1.748625

Antenna 101: 2459719

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
101 N08 digital_ok ee Temporal Discontinuties 29.105724 0.520705 0.437665 1.075738 1.606022 -0.773121 5.618362 2.109933 29.105724

Antenna 101: 2459718

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
101 N08 digital_ok ee Temporal Discontinuties 33.253908 0.354700 0.841082 2.545566 2.361667 7.018344 1.505173 33.253908 3.737697

Antenna 101: 2459717

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
101 N08 digital_ok ee Temporal Discontinuties 32.547819 0.206721 0.636964 1.872927 1.564259 2.039410 0.480816 32.547819 2.776814

Antenna 101: 2459716

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
101 N08 digital_ok ee Temporal Discontinuties 39.990266 0.366445 0.617024 1.688285 1.251296 2.085214 1.700236 39.990266 3.898111

Antenna 101: 2459715

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
101 N08 digital_ok ee Temporal Discontinuties 10.776120 7.668986 7.702320 1.520469 0.355038 1.378155 0.135882 10.776120 0.564773

Antenna 101: 2459713

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
101 N08 digital_ok ee Temporal Discontinuties 31.884184 0.879997 0.437248 1.740119 2.234854 0.486292 2.298226 3.260373 31.884184

Antenna 101: 2459712

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
101 N08 digital_ok nn Shape 5.127157 5.127157 4.830212 0.342466 1.861153 0.415000 1.654627 1.420798 2.381428

Antenna 101: 2459711

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
101 N08 digital_ok ee Temporal Variability 187.692002 -0.780145 -0.846770 0.244484 0.484118 1.677690 187.692002 2.957523 158.318843

Antenna 101: 2459710

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
101 N08 digital_ok ee Temporal Discontinuties 21.893199 -0.822572 -0.934065 -0.015390 0.596932 0.634378 1.496050 1.013801 21.893199

Antenna 101: 2459708

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
101 N08 RF_maintenance ee Temporal Discontinuties 9.651712 6.798602 6.574253 1.893870 0.385299 1.386462 0.436220 9.651712 1.138873

Antenna 101: 2459707

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
101 N08 RF_maintenance ee Temporal Discontinuties 18.871329 0.101304 0.190658 -1.091664 -1.206631 -1.494663 -1.094541 -0.387021 18.871329

Antenna 101: 2459706

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
101 N08 RF_maintenance ee Temporal Discontinuties 11.482115 -0.736034 -0.831626 -0.135056 0.451399 0.401589 0.277842 0.769219 11.482115

Antenna 101: 2459705

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
101 N08 RF_maintenance ee Temporal Discontinuties 30.881633 0.595190 0.050538 2.717589 3.251951 1.230404 1.161514 3.467082 30.881633

Antenna 101: 2459703

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
101 N08 RF_maintenance ee Temporal Discontinuties 9.708599 0.983098 1.085095 -0.341009 -0.003341 1.716225 3.717960 0.924339 9.708599

Antenna 101: 2459702

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
101 N08 RF_maintenance ee Temporal Discontinuties 15.702117 0.329315 -0.873828 -0.707808 -0.261485 -0.652052 0.197612 15.702117 -0.472680

Antenna 101: 2459701

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
101 N08 RF_maintenance ee Temporal Discontinuties 8.499414 -0.788884 0.291744 -0.738579 -0.726778 0.135998 -0.698220 -0.487097 8.499414

Antenna 101: 2459697

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
101 N08 RF_maintenance ee Temporal Discontinuties 1328.849555 751.005252 751.005252 667.359198 667.359198 545.763532 545.763532 1328.849555 1328.849555

Antenna 101: 2459696

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
101 N08 RF_maintenance nn Temporal Discontinuties 1463.303285 443.391544 443.391544 367.375110 367.375110 369.970092 369.970092 1463.303285 1463.303285

Antenna 101: 2459695

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
101 N08 RF_maintenance ee Temporal Discontinuties 28.767444 13.871324 13.871324 13.577971 13.577971 14.373439 14.373439 28.767444 28.767444

Antenna 101: 2459694

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
101 N08 RF_maintenance ee Temporal Discontinuties 3.141742 -0.626484 -0.231105 -0.362077 -1.020128 -0.485088 -0.844069 2.732233 3.141742

Antenna 101: 2459693

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
101 8 RF_maintenance nn Power -0.105481 -0.538197 -0.313526 -0.818912 -0.105481 -0.902934 -0.670073 -0.721458 -0.262997

Antenna 101: 2459692

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
101 8 RF_maintenance ee Shape -0.214057 -0.214057 -0.560966 -0.838725 -0.686229 -0.928532 -0.956673 -0.810871 -0.961998

Antenna 101: 2459691

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
101 8 RF_maintenance ee Temporal Discontinuties 11.881575 -0.069596 -0.303432 -0.294013 -0.595977 -1.083433 -1.249539 11.881575 -0.239875

Antenna 101: 2459690

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
101 8 RF_maintenance ee Temporal Discontinuties 9.066767 -0.232899 -0.130954 -0.038997 -0.043006 0.096705 -0.690111 9.066767 -0.162997

Antenna 101: 2459689

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
101 8 RF_maintenance ee Temporal Discontinuties 7.054925 -0.087325 0.261248 -0.618227 -0.536904 -1.581398 -0.601619 7.054925 0.168095

Antenna 101: 2459688

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
101 8 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 101: 2459687

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
101 8 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 101: 2459686

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
101 8 RF_maintenance ee Temporal Discontinuties 3.145288 -0.233831 -0.495790 -0.278456 -0.778713 -1.244132 -0.732376 0.991241 3.145288

Antenna 101: 2459685

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
101 8 RF_maintenance ee Temporal Discontinuties 1.737671 0.312978 -0.143729 -0.384379 -0.948049 0.657967 -1.240840 1.210763 1.737671

Antenna 101: 2459684

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
101 8 RF_maintenance ee Temporal Discontinuties 3.599652 -0.385069 -0.210313 -0.518790 -0.353628 0.058261 -0.914112 3.599652 0.345192

Antenna 101: 2459676

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
101 8 RF_maintenance ee Temporal Discontinuties 2.001005 -0.013524 0.048476 -0.585417 -0.740789 -1.437163 -0.181241 0.456613 2.001005

Antenna 101: 2459675

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
101 8 RF_maintenance ee Temporal Discontinuties 2.282650 0.198931 0.213957 -0.765043 -0.232712 -0.447519 -1.079333 2.282650 -0.144384

Antenna 101: 2459674

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
101 8 RF_maintenance ee Temporal Discontinuties 1.398103 -0.028894 -0.057205 -0.094743 -0.668594 -0.837647 -0.774078 0.402481 1.398103

Antenna 101: 2459673

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
101 8 RF_maintenance ee Temporal Discontinuties 2.637468 0.001171 -0.001171 -0.652135 -0.020668 -0.753710 -0.378847 2.637468 -0.069630

Antenna 101: 2459672

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
101 8 RF_maintenance nn Temporal Discontinuties 2.616767 -0.277816 -0.317442 -0.646014 -0.613949 -0.995762 -0.858750 2.616767 1.771035

Antenna 101: 2459671

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
101 8 RF_maintenance nn Temporal Discontinuties 1.807852 0.003314 -0.003739 -0.057086 -0.640567 -0.961052 -1.397834 1.807852 1.224430

Antenna 101: 2459670

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
101 8 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 101: 2459669

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
101 8 RF_maintenance ee Temporal Discontinuties 17.597714 0.786165 0.150230 2.112828 2.835243 -0.341943 0.090122 1.606078 17.597714

Antenna 101: 2459668

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
101 8 RF_maintenance ee Temporal Discontinuties 0.016089 -0.187250 -0.132782 -0.685268 -0.570854 -0.530851 -0.908265 0.016089 -0.607161

Antenna 101: 2459665

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
101 8 RF_maintenance ee Temporal Discontinuties 13.145102 -0.175732 0.324644 -0.445201 -0.237601 -0.095382 -1.469385 13.145102 -0.492385

Antenna 101: 2459664

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
101 8 RF_maintenance ee Power 17.455447 0.826407 0.598060 17.455447 16.290677 0.992840 1.147327 -0.929076 -0.349898

Antenna 101: 2459663

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
101 8 RF_maintenance ee Temporal Discontinuties 2.596355 0.527341 0.182374 -0.118403 -0.728570 -0.688982 -0.003409 -0.744110 2.596355

Antenna 101: 2459662

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
101 8 RF_maintenance ee Temporal Discontinuties 22.511712 0.149427 0.314713 2.018831 1.774493 4.089031 0.515848 22.511712 1.409147

Antenna 101: 2459661

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
101 8 RF_maintenance ee Shape 0.296175 0.272878 0.296175 -0.148266 -0.712119 -0.587644 -1.268347 -0.038557 -1.153151

Antenna 101: 2459660

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
101 8 RF_maintenance nn Temporal Variability 80.761540 -0.140743 -0.153426 4.454394 4.863289 80.151088 80.761540 4.427038 4.021432

Antenna 101: 2459659

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
101 8 RF_maintenance ee Temporal Discontinuties 15.550333 -0.257971 0.629940 -0.232037 0.377092 -0.583262 1.111188 0.637811 15.550333

Antenna 101: 2459658

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
101 8 RF_maintenance ee Temporal Discontinuties 2.829026 -0.735779 -0.307437 -0.043348 -0.757905 -0.374571 -1.236320 -0.484551 2.829026

Antenna 101: 2459657

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
101 8 RF_maintenance ee Temporal Discontinuties 1.555047 -0.100986 0.169766 -0.135682 -0.091324 -0.749989 -0.881308 -0.287523 1.555047

Antenna 101: 2459656

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
101 8 RF_maintenance ee Temporal Discontinuties 8.649528 -0.320718 0.010244 0.041588 0.308889 -0.600385 -0.138741 -0.895515 8.649528

Antenna 101: 2459655

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
101 8 RF_maintenance ee Temporal Discontinuties 15.183380 0.586510 1.104774 2.756372 2.033496 0.694609 0.648155 15.183380 0.431398

Antenna 101: 2459653

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
101 8 RF_maintenance ee Temporal Discontinuties 2.914989 0.235077 0.424026 0.522996 -0.241781 -0.373025 -0.017569 0.420619 2.914989

Antenna 101: 2459652

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
101 8 RF_maintenance ee Temporal Discontinuties 2.038881 -0.806599 0.170089 -1.133015 -0.227427 -1.048063 -0.500582 2.038881 0.364056

Antenna 101: 2459651

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
101 8 RF_maintenance nn Shape 0.724739 -0.385683 0.724739 -0.306524 -0.135557 -0.060342 0.339572 -0.618753 -0.423313

Antenna 101: 2459650

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
101 8 RF_maintenance nn Temporal Variability 0.201912 -0.346190 -0.167933 0.022506 -0.460788 0.201912 -1.374279 -0.785141 -0.512186

Antenna 101: 2459649

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
101 8 RF_maintenance ee Temporal Discontinuties 5.261783 -0.123325 -0.744112 0.585082 -0.066644 -0.131035 -0.808785 5.261783 -0.259945

Antenna 101: 2459648

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
101 8 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan